






"""simple docstring"""
from math import pi, sqrt, tan


def 							A						(				__snake_case: float  )    ->		float:

       """simple docstring"""





       if side_length < 0:
              raise ValueError('surface_area_cube() only accepts non-negative values'  )
       return 6 * side_length**2


def 							A						(				__snake_case: float ,     __snake_case: float ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if length < 0 or breadth < 0 or height < 0:
              raise ValueError('surface_area_cuboid() only accepts non-negative values'  )
       return 2 * ((length * breadth) + (breadth * height) + (length * height))


def 							A						(				__snake_case: float  )    ->		float:

       """simple docstring"""





       if radius < 0:
              raise ValueError('surface_area_sphere() only accepts non-negative values'  )
       return 4 * pi * radius**2


def 							A						(				__snake_case: float  )    ->		float:

       """simple docstring"""





       if radius < 0:
              raise ValueError('surface_area_hemisphere() only accepts non-negative values'  )
       return 3 * pi * radius**2


def 							A						(				__snake_case: float ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if radius < 0 or height < 0:
              raise ValueError('surface_area_cone() only accepts non-negative values'  )
       return pi * radius * (radius + (height**2 + radius**2) ** 0.5)


def 							A						(				__snake_case: float ,     __snake_case: float ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if radius_a < 0 or radius_a < 0 or height < 0:
              raise ValueError(
                  'surface_area_conical_frustum() only accepts non-negative values'  )
       __magic_name__      				=    (height**2 + (radius_a - radius_a) ** 2) ** 0.5
       return pi * ((slant_height * (radius_a + radius_a)) + radius_a**2 + radius_a**2)


def 							A						(				__snake_case: float ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if radius < 0 or height < 0:
              raise ValueError('surface_area_cylinder() only accepts non-negative values'  )
       return 2 * pi * radius * (height + radius)


def 							A						(				__snake_case: float ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if torus_radius < 0 or tube_radius < 0:
              raise ValueError('surface_area_torus() only accepts non-negative values'  )
       if torus_radius < tube_radius:
              raise ValueError(
                  'surface_area_torus() does not support spindle or self intersecting tori'  )
       return 4 * pow(__snake_case ,     2  ) * torus_radius * tube_radius


def 							A						(				__snake_case: float ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if length < 0 or width < 0:
              raise ValueError('area_rectangle() only accepts non-negative values'  )
       return length * width


def 							A						(				__snake_case: float  )    ->		float:

       """simple docstring"""





       if side_length < 0:
              raise ValueError('area_square() only accepts non-negative values'  )
       return side_length**2


def 							A						(				__snake_case: float ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if base < 0 or height < 0:
              raise ValueError('area_triangle() only accepts non-negative values'  )
       return (base * height) / 2


def 							A						(				__snake_case: float ,     __snake_case: float ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if sidea < 0 or sidea < 0 or sidea < 0:
              raise ValueError('area_triangle_three_sides() only accepts non-negative values'  )
       elif sidea + sidea < sidea or sidea + sidea < sidea or sidea + sidea < sidea:
              raise ValueError('Given three sides do not form a triangle'  )
       __magic_name__      				=    (sidea + sidea + sidea) / 2
       __magic_name__      				=    sqrt(
           semi_perimeter
           * (semi_perimeter - sidea)
           * (semi_perimeter - sidea)
           * (semi_perimeter - sidea)  )
       return area


def 							A						(				__snake_case: float ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if base < 0 or height < 0:
              raise ValueError('area_parallelogram() only accepts non-negative values'  )
       return base * height


def 							A						(				__snake_case: float ,     __snake_case: float ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if basea < 0 or basea < 0 or height < 0:
              raise ValueError('area_trapezium() only accepts non-negative values'  )
       return 1 / 2 * (basea + basea) * height


def 							A						(				__snake_case: float  )    ->		float:

       """simple docstring"""





       if radius < 0:
              raise ValueError('area_circle() only accepts non-negative values'  )
       return pi * radius**2


def 							A						(				__snake_case: float ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if radius_x < 0 or radius_y < 0:
              raise ValueError('area_ellipse() only accepts non-negative values'  )
       return pi * radius_x * radius_y


def 							A						(				__snake_case: float ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if diagonal_a < 0 or diagonal_a < 0:
              raise ValueError('area_rhombus() only accepts non-negative values'  )
       return 1 / 2 * diagonal_a * diagonal_a


def 							A						(				__snake_case: int ,     __snake_case: float  )    ->		float:

       """simple docstring"""





       if not isinstance(__snake_case ,     __snake_case  ) or sides < 3:
              raise ValueError(
                  'area_reg_polygon() only accepts integers greater than or \
equal to three as number of sides'  )
       elif length < 0:
              raise ValueError(
                  'area_reg_polygon() only accepts non-negative values as \
length of a side'  )
       return (sides * length**2) / (4 * tan(pi / sides  ))
       return (sides * length**2) / (4 * tan(pi / sides  ))


if __name__ == "__main__":
 import doctest

 doctest.testmod(verbose=True)  # verbose so we can see methods missing tests

 print("""[DEMO] Areas of various geometric shapes: \n""")
 print(f"""Rectangle: {area_rectangle(1_0, 2_0) = }""")
 print(f"""Square: {area_square(1_0) = }""")
 print(f"""Triangle: {area_triangle(1_0, 1_0) = }""")
 print(f"""Triangle: {area_triangle_three_sides(5, 1_2, 1_3) = }""")
 print(f"""Parallelogram: {area_parallelogram(1_0, 2_0) = }""")
 print(f"""Rhombus: {area_rhombus(1_0, 2_0) = }""")
 print(f"""Trapezium: {area_trapezium(1_0, 2_0, 3_0) = }""")
 print(f"""Circle: {area_circle(2_0) = }""")
 print(f"""Ellipse: {area_ellipse(1_0, 2_0) = }""")
 print("""\nSurface Areas of various geometric shapes: \n""")
 print(f"""Cube: {surface_area_cube(2_0) = }""")
 print(f"""Cuboid: {surface_area_cuboid(1_0, 2_0, 3_0) = }""")
 print(f"""Sphere: {surface_area_sphere(2_0) = }""")
 print(f"""Hemisphere: {surface_area_hemisphere(2_0) = }""")
 print(f"""Cone: {surface_area_cone(1_0, 2_0) = }""")
 print(f"""Conical Frustum: {surface_area_conical_frustum(1_0, 2_0, 3_0) = }""")
 print(f"""Cylinder: {surface_area_cylinder(1_0, 2_0) = }""")
 print(f"""Torus: {surface_area_torus(2_0, 1_0) = }""")
 print(f"""Equilateral Triangle: {area_reg_polygon(3, 1_0) = }""")
 print(f"""Square: {area_reg_polygon(4, 1_0) = }""")
 print(f"""Reqular Pentagon: {area_reg_polygon(5, 1_0) = }""")







"""simple docstring"""
import argparse
import json
from typing import List

from ltp import LTP

from transformers.models.bert.tokenization_bert import BertTokenizer


def 							A						(				__snake_case: Tuple  )    ->		Optional[Any]:

       """simple docstring"""





       if (
           (cp >= 0x4_E00 and cp <= 0x9_FFF)
           or (cp >= 0x3_400 and cp <= 0x4_DBF)  #
           or (cp >= 0x20_000 and cp <= 0x2A_6DF)  #
           or (cp >= 0x2A_700 and cp <= 0x2B_73F)  #
           or (cp >= 0x2B_740 and cp <= 0x2B_81F)  #
           or (cp >= 0x2B_820 and cp <= 0x2C_EAF)  #
           or (cp >= 0xF_900 and cp <= 0xF_AFF)
           or (cp >= 0x2F_800 and cp <= 0x2F_A1F)  #
       ):  #
              return True

       return False


def 							A						(				__snake_case: str  )    ->		Optional[Any]:

       """simple docstring"""





       for char in word:
              __magic_name__      				=    ord(__snake_case  )
              if not _is_chinese_char(__snake_case  ):
                     return 0
       return 1


def 							A						(				__snake_case: List[str]  )    ->		List[str]:

       """simple docstring"""





       __magic_name__      				=    set()

       for token in tokens:
              __magic_name__      				=    len(__snake_case  ) > 1 and is_chinese(__snake_case  )
              if chinese_word:
                     word_set.add(__snake_case  )
       __magic_name__      				=    list(__snake_case  )
       return word_list


def 							A						(				__snake_case: List[str] ,     __snake_case: set()  )    ->		str:

       """simple docstring"""





       if not chinese_word_set:
              return bert_tokens
       __magic_name__      				=    max([len(__snake_case  ) for w in chinese_word_set]  )

       __magic_name__      				=    bert_tokens
       __magic_name__				,  __magic_name__      				=    0, len(__snake_case  )
       while start < end:
              __magic_name__      				=    True
              if is_chinese(bert_word[start]  ):
                     __magic_name__      				=    min(end - start ,     __snake_case  )
                     for i in range(__snake_case ,     1 ,     -1  ):
                            __magic_name__      				=    ''.join(bert_word[start : start + i]  )
                            if whole_word in chinese_word_set:
                                   for j in range(start + 1 ,     start + i  ):
                                          __magic_name__      				=    '##' + bert_word[j]
                                   __magic_name__      				=    start + i
                                   __magic_name__      				=    False
                                   break
              if single_word:
                     start += 1
       return bert_word


def 							A						(				__snake_case: List[str] ,     __snake_case: LTP ,     __snake_case: BertTokenizer  )    ->		List[Any]:

       """simple docstring"""





       __magic_name__      				=    []

       for i in range(0 ,     len(__snake_case  ) ,     1_0_0  ):
              __magic_name__      				=    ltp_tokenizer.pipeline(lines[i : i + 1_0_0] ,     tasks=['cws']  ).cws
              __magic_name__      				=    [get_chinese_word(__snake_case  ) for r in res]
              ltp_res.extend(__snake_case  )
       assert len(__snake_case  ) == len(__snake_case  )

       __magic_name__      				=    []
       for i in range(0 ,     len(__snake_case  ) ,     1_0_0  ):
              __magic_name__      				=    bert_tokenizer(lines[i : i + 1_0_0] ,     add_special_tokens=__snake_case ,     truncation=__snake_case ,     max_length=5_1_2  )
              bert_res.extend(res['input_ids']  )
       assert len(__snake_case  ) == len(__snake_case  )

       __magic_name__      				=    []
       for input_ids, chinese_word in zip(__snake_case ,     __snake_case  ):
              __magic_name__      				=    []
              for id in input_ids:
                     __magic_name__      				=    bert_tokenizer._convert_id_to_token(__snake_case  )
                     input_tokens.append(__snake_case  )
              __magic_name__      				=    add_sub_symbol(__snake_case ,     __snake_case  )
              __magic_name__      				=    []
              # We only save pos of chinese subwords start with ##, which mean is part of a whole word.
              for i, token in enumerate(__snake_case  ):
                     if token[:2] == "##":
                            __magic_name__      				=    token[2:]
                            # save chinese tokens' pos
                            if len(__snake_case  ) == 1 and _is_chinese_char(ord(__snake_case  )  ):
                                   ref_id.append(__snake_case  )
              ref_ids.append(__snake_case  )

       assert len(__snake_case  ) == len(__snake_case  )

       return ref_ids


def 							A						(				__snake_case: Optional[Any]  )    ->		List[str]:

       """simple docstring"""





       with open(args.file_name ,     'r' ,     encoding='utf-8'  ) as f:
              __magic_name__      				=    f.readlines()
       __magic_name__      				=    [line.strip() for line in data if len(__snake_case  ) > 0 and not line.isspace()]  # avoid delimiter like '\u2029'
       __magic_name__      				=    LTP(args.ltp  )  # faster in GPU device
       __magic_name__      				=    BertTokenizer.from_pretrained(args.bert  )

       __magic_name__      				=    prepare_ref(__snake_case ,     __snake_case ,     __snake_case  )

       with open(args.save_path ,     'w' ,     encoding='utf-8'  ) as f:
              __magic_name__      				=    [json.dumps(__snake_case  ) + '\n' for ref in ref_ids]
              f.writelines(__snake_case  )


if __name__ == "__main__":
 snake_case : Tuple     		=		argparse.ArgumentParser(description="""prepare_chinese_ref""")
 parser.add_argument(
     """--file_name""",
     required=False,
     type=str,
     default="""./resources/chinese-demo.txt""",
     help="""file need process, same as training data in lm""",
 )
 parser.add_argument(
     """--ltp""",
     required=False,
     type=str,
     default="""./resources/ltp""",
     help="""resources for LTP tokenizer, usually a path""",
 )
 parser.add_argument(
     """--bert""",
     required=False,
     type=str,
     default="""./resources/robert""",
     help="""resources for Bert tokenizer""",
 )
 parser.add_argument(
     """--save_path""",
     required=False,
     type=str,
     default="""./resources/ref.txt""",
     help="""path to save res""",
 )

 snake_case : Any     		=		parser.parse_args()
 main(args)